AI has extraordinary potential, but without guardrails, it can create problems you didn’t plan for.
That’s where CLEAN AI comes in.

Built by Kafico, CLEAN AI is a governance platform that plugs into real-world development and deployment workflows.

Instead of slowing you down, it helps you and your team surface risks - bias, transparency gaps, reliability issues - early in the build process, before they turn into compliance headaches or production failures.

CLEAN AI is designed to work alongside supplier dev teams, giving you visibility into how systems make decisions and what trade-offs they carry. It helps you spot fairness or reliability concerns while you’re still coding, testing, or integrating third-party components.

By aligning technical checks with organisational requirements, CLEAN AI makes it easier to document the right decisions, ship features responsibly, and show commissioners and compliance leads that risks are being handled.

It’s governance that fits into your workflow; usable, grounded, and built for the realities of modern development.

Flags when groups are missing from training data, risking poor model performance.

Flags variables that may act as proxies for sensitive attributes.

Flags imputation, encoding and transformation steps that could distort fairness or accuracy

Flags risks from model design or labelling that could distort outcomes or embed bias.

Creates a fully auditable decision journey to satisfy transparency requirements

Provides clear, accessible documents that explain how the system works, where its limits are, and what users can question or challenge.

Direct feedback: simple way to hear about issues or suggestions from buyers.

Are you an AI system buyer? Read more about how CleanAI works for you!

Intuitive interface and clear, audience tailored outputs